SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 721–730 of 822 papers

TitleStatusHype
Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in ArchitectureCode1
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D EnvironmentsCode1
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks—0
Simple Imputation Rules for Prediction with Missing Data: Contrasting Theoretical Guarantees with Empirical Performance—0
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data GenerationCode0
Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation—0
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks—0
Composable Generative Models—0
Synthetic Data and Hierarchical Object Detection in Overhead Imagery—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified